Deepcabac: Plug & Play Compression of Neural Network Weights and Weight Updates.
David NeumannFelix SattlerHeiner KirchhofferSimon WiedemannKarsten MüllerHeiko SchwarzThomas WiegandDetlev MarpeWojciech SamekPublished in: ICIP (2020)
Keyphrases
- neural network
- weight update
- weight assignment
- synaptic weights
- total weight
- weight function
- optimal weights
- feature weights
- weighting scheme
- back propagation
- hidden nodes
- neural network model
- artificial neural networks
- compression ratio
- connection weights
- image compression
- hidden neurons
- activation function
- weighted sums
- edge weights
- neural network is trained
- weighted sum
- weight vector
- linear combination
- pattern recognition
- compression scheme
- compression algorithm
- fuzzy logic
- nearest neighbour
- multi layer
- bp neural network
- feed forward
- multi layer perceptron
- relative importance
- compression rate
- biologically plausible
- data compression
- network architecture
- genetic algorithm
- fault diagnosis
- self organizing maps
- associative memory
- neural nets
- feedforward neural networks
- feature weighting
- network model
- training process
- training algorithm